Dataset statistics
| Number of variables | 20 |
|---|---|
| Number of observations | 349 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 82 |
| Duplicate rows (%) | 23.5% |
| Total size in memory | 54.7 KiB |
| Average record size in memory | 160.4 B |
Variable types
| NUM | 19 |
|---|---|
| BOOL | 1 |
Reproduction
| Analysis started | 2020-08-25 01:55:28.594739 |
|---|---|
| Analysis finished | 2020-08-25 01:56:19.976089 |
| Duration | 51.38 seconds |
| Version | pandas-profiling v2.8.0 |
| Command line | pandas_profiling --config_file config.yaml [YOUR_FILE.csv] |
| Download configuration | config.yaml |
| Dataset has 82 (23.5%) duplicate rows | Duplicates |
F19S
Real number (ℝ≥0)
| Distinct count | 40 |
|---|---|
| Unique (%) | 11.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 64.34097421203438 |
|---|---|
| Minimum | 18.0 |
| Maximum | 79.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.9 KiB |
Quantile statistics
| Minimum | 18 |
|---|---|
| 5-th percentile | 49 |
| Q1 | 60 |
| median | 66 |
| Q3 | 71 |
| 95-th percentile | 75 |
| Maximum | 79 |
| Range | 61 |
| Interquartile range (IQR) | 11 |
Descriptive statistics
| Standard deviation | 9.281117908 |
|---|---|
| Coefficient of variation (CV) | 0.144248949 |
| Kurtosis | 5.544033008 |
| Mean | 64.34097421 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | -1.835614613 |
| Sum | 22455 |
| Variance | 86.13914962 |
| Value | Count | Frequency (%) | |
| 69 | 25 | 7.2% | |
| 71 | 24 | 6.9% | |
| 70 | 22 | 6.3% | |
| 63 | 21 | 6.0% | |
| 73 | 16 | 4.6% | |
| 67 | 16 | 4.6% | |
| 72 | 16 | 4.6% | |
| 68 | 16 | 4.6% | |
| 64 | 15 | 4.3% | |
| 62 | 15 | 4.3% | |
| 74 | 14 | 4.0% | |
| 60 | 13 | 3.7% | |
| 66 | 13 | 3.7% | |
| 56 | 12 | 3.4% | |
| 57 | 12 | 3.4% | |
| 58 | 12 | 3.4% | |
| 65 | 12 | 3.4% | |
| 61 | 9 | 2.6% | |
| 53 | 8 | 2.3% | |
| 77 | 8 | 2.3% | |
| 59 | 7 | 2.0% | |
| 76 | 6 | 1.7% | |
| 75 | 5 | 1.4% | |
| 23 | 4 | 1.1% | |
| 54 | 4 | 1.1% | |
| Other values (15) | 24 | 6.9% |
| Value | Count | Frequency (%) | |
| 18 | 1 | 0.3% | |
| 23 | 4 | 1.1% | |
| 30 | 1 | 0.3% | |
| 36 | 1 | 0.3% | |
| 38 | 1 | 0.3% | |
| 39 | 2 | 0.6% | |
| 45 | 2 | 0.6% | |
| 46 | 1 | 0.3% | |
| 47 | 1 | 0.3% | |
| 48 | 3 | 0.9% |
| Value | Count | Frequency (%) | |
| 79 | 1 | 0.3% | |
| 78 | 1 | 0.3% | |
| 77 | 8 | 2.3% | |
| 76 | 6 | 1.7% | |
| 75 | 5 | 1.4% | |
| 74 | 14 | 4.0% | |
| 73 | 16 | 4.6% | |
| 72 | 16 | 4.6% | |
| 71 | 24 | 6.9% | |
| 70 | 22 | 6.3% |
F13R
Real number (ℝ≥0)
| Distinct count | 56 |
|---|---|
| Unique (%) | 16.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 58.61031518624642 |
|---|---|
| Minimum | 12.0 |
| Maximum | 79.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.9 KiB |
Quantile statistics
| Minimum | 12 |
|---|---|
| 5-th percentile | 31.4 |
| Q1 | 54 |
| median | 62 |
| Q3 | 67 |
| 95-th percentile | 74.6 |
| Maximum | 79 |
| Range | 67 |
| Interquartile range (IQR) | 13 |
Descriptive statistics
| Standard deviation | 12.80703413 |
|---|---|
| Coefficient of variation (CV) | 0.2185116065 |
| Kurtosis | 1.631223484 |
| Mean | 58.61031519 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | -1.301678904 |
| Sum | 20455 |
| Variance | 164.0201232 |
| Value | Count | Frequency (%) | |
| 66 | 23 | 6.6% | |
| 65 | 18 | 5.2% | |
| 63 | 17 | 4.9% | |
| 62 | 17 | 4.9% | |
| 69 | 17 | 4.9% | |
| 67 | 16 | 4.6% | |
| 56 | 16 | 4.6% | |
| 64 | 15 | 4.3% | |
| 60 | 14 | 4.0% | |
| 54 | 11 | 3.2% | |
| 61 | 11 | 3.2% | |
| 57 | 10 | 2.9% | |
| 59 | 9 | 2.6% | |
| 53 | 9 | 2.6% | |
| 75 | 9 | 2.6% | |
| 58 | 9 | 2.6% | |
| 74 | 8 | 2.3% | |
| 72 | 8 | 2.3% | |
| 48 | 8 | 2.3% | |
| 68 | 7 | 2.0% | |
| 71 | 7 | 2.0% | |
| 49 | 6 | 1.7% | |
| 76 | 6 | 1.7% | |
| 70 | 6 | 1.7% | |
| 51 | 5 | 1.4% | |
| Other values (31) | 67 | 19.2% |
| Value | Count | Frequency (%) | |
| 12 | 1 | 0.3% | |
| 17 | 2 | 0.6% | |
| 18 | 1 | 0.3% | |
| 19 | 2 | 0.6% | |
| 20 | 1 | 0.3% | |
| 23 | 5 | 1.4% | |
| 24 | 1 | 0.3% | |
| 27 | 1 | 0.3% | |
| 29 | 1 | 0.3% | |
| 30 | 2 | 0.6% |
| Value | Count | Frequency (%) | |
| 79 | 1 | 0.3% | |
| 77 | 2 | 0.6% | |
| 76 | 6 | 1.7% | |
| 75 | 9 | 2.6% | |
| 74 | 8 | 2.3% | |
| 73 | 4 | 1.1% | |
| 72 | 8 | 2.3% | |
| 71 | 7 | 2.0% | |
| 70 | 6 | 1.7% | |
| 69 | 17 | 4.9% |
F13S
Real number (ℝ≥0)
| Distinct count | 60 |
|---|---|
| Unique (%) | 17.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 56.90830945558739 |
|---|---|
| Minimum | 6.0 |
| Maximum | 80.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.9 KiB |
Quantile statistics
| Minimum | 6 |
|---|---|
| 5-th percentile | 30 |
| Q1 | 49 |
| median | 60 |
| Q3 | 66 |
| 95-th percentile | 75 |
| Maximum | 80 |
| Range | 74 |
| Interquartile range (IQR) | 17 |
Descriptive statistics
| Standard deviation | 13.90082544 |
|---|---|
| Coefficient of variation (CV) | 0.24426706 |
| Kurtosis | 1.041783827 |
| Mean | 56.90830946 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | -1.092533813 |
| Sum | 19861 |
| Variance | 193.232948 |
| Value | Count | Frequency (%) | |
| 64 | 21 | 6.0% | |
| 63 | 20 | 5.7% | |
| 60 | 16 | 4.6% | |
| 59 | 16 | 4.6% | |
| 65 | 14 | 4.0% | |
| 57 | 13 | 3.7% | |
| 69 | 12 | 3.4% | |
| 44 | 12 | 3.4% | |
| 71 | 12 | 3.4% | |
| 68 | 10 | 2.9% | |
| 67 | 10 | 2.9% | |
| 70 | 10 | 2.9% | |
| 55 | 10 | 2.9% | |
| 66 | 10 | 2.9% | |
| 61 | 10 | 2.9% | |
| 62 | 10 | 2.9% | |
| 38 | 8 | 2.3% | |
| 47 | 8 | 2.3% | |
| 56 | 8 | 2.3% | |
| 37 | 7 | 2.0% | |
| 75 | 7 | 2.0% | |
| 58 | 7 | 2.0% | |
| 48 | 6 | 1.7% | |
| 72 | 6 | 1.7% | |
| 54 | 5 | 1.4% | |
| Other values (35) | 81 | 23.2% |
| Value | Count | Frequency (%) | |
| 6 | 1 | 0.3% | |
| 14 | 4 | 1.1% | |
| 16 | 1 | 0.3% | |
| 17 | 1 | 0.3% | |
| 19 | 3 | 0.9% | |
| 20 | 1 | 0.3% | |
| 23 | 2 | 0.6% | |
| 26 | 2 | 0.6% | |
| 28 | 1 | 0.3% | |
| 29 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 80 | 1 | 0.3% | |
| 79 | 2 | 0.6% | |
| 78 | 2 | 0.6% | |
| 77 | 3 | 0.9% | |
| 76 | 5 | 1.4% | |
| 75 | 7 | 2.0% | |
| 74 | 1 | 0.3% | |
| 73 | 4 | 1.1% | |
| 72 | 6 | 1.7% | |
| 71 | 12 | 3.4% |
F19R
Real number (ℝ≥0)
| Distinct count | 37 |
|---|---|
| Unique (%) | 10.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 65.2865329512894 |
|---|---|
| Minimum | 33.0 |
| Maximum | 80.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.9 KiB |
Quantile statistics
| Minimum | 33 |
|---|---|
| 5-th percentile | 51 |
| Q1 | 62 |
| median | 66 |
| Q3 | 71 |
| 95-th percentile | 75 |
| Maximum | 80 |
| Range | 47 |
| Interquartile range (IQR) | 9 |
Descriptive statistics
| Standard deviation | 7.839508456 |
|---|---|
| Coefficient of variation (CV) | 0.1200784925 |
| Kurtosis | 2.635290399 |
| Mean | 65.28653295 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | -1.284713563 |
| Sum | 22785 |
| Variance | 61.45789283 |
| Value | Count | Frequency (%) | |
| 70 | 29 | 8.3% | |
| 66 | 28 | 8.0% | |
| 62 | 20 | 5.7% | |
| 73 | 20 | 5.7% | |
| 64 | 20 | 5.7% | |
| 72 | 19 | 5.4% | |
| 69 | 18 | 5.2% | |
| 65 | 18 | 5.2% | |
| 63 | 16 | 4.6% | |
| 67 | 15 | 4.3% | |
| 71 | 15 | 4.3% | |
| 68 | 14 | 4.0% | |
| 59 | 13 | 3.7% | |
| 74 | 11 | 3.2% | |
| 58 | 11 | 3.2% | |
| 60 | 9 | 2.6% | |
| 77 | 9 | 2.6% | |
| 75 | 8 | 2.3% | |
| 57 | 7 | 2.0% | |
| 76 | 7 | 2.0% | |
| 61 | 5 | 1.4% | |
| 51 | 5 | 1.4% | |
| 50 | 4 | 1.1% | |
| 53 | 4 | 1.1% | |
| 33 | 3 | 0.9% | |
| Other values (12) | 21 | 6.0% |
| Value | Count | Frequency (%) | |
| 33 | 3 | 0.9% | |
| 36 | 1 | 0.3% | |
| 40 | 2 | 0.6% | |
| 41 | 1 | 0.3% | |
| 43 | 1 | 0.3% | |
| 44 | 1 | 0.3% | |
| 47 | 2 | 0.6% | |
| 49 | 2 | 0.6% | |
| 50 | 4 | 1.1% | |
| 51 | 5 | 1.4% |
| Value | Count | Frequency (%) | |
| 80 | 1 | 0.3% | |
| 77 | 9 | 2.6% | |
| 76 | 7 | 2.0% | |
| 75 | 8 | 2.3% | |
| 74 | 11 | 3.2% | |
| 73 | 20 | 5.7% | |
| 72 | 19 | 5.4% | |
| 71 | 15 | 4.3% | |
| 70 | 29 | 8.3% | |
| 69 | 18 | 5.2% |
F18R
Real number (ℝ≥0)
| Distinct count | 36 |
|---|---|
| Unique (%) | 10.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 64.17478510028653 |
|---|---|
| Minimum | 18.0 |
| Maximum | 76.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.9 KiB |
Quantile statistics
| Minimum | 18 |
|---|---|
| 5-th percentile | 50 |
| Q1 | 62 |
| median | 66 |
| Q3 | 68 |
| 95-th percentile | 72 |
| Maximum | 76 |
| Range | 58 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 7.49834045 |
|---|---|
| Coefficient of variation (CV) | 0.1168424707 |
| Kurtosis | 8.285704327 |
| Mean | 64.1747851 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | -2.402565767 |
| Sum | 22397 |
| Variance | 56.22510951 |
| Value | Count | Frequency (%) | |
| 66 | 50 | 14.3% | |
| 67 | 30 | 8.6% | |
| 64 | 26 | 7.4% | |
| 68 | 25 | 7.2% | |
| 65 | 24 | 6.9% | |
| 69 | 24 | 6.9% | |
| 71 | 22 | 6.3% | |
| 63 | 20 | 5.7% | |
| 62 | 18 | 5.2% | |
| 72 | 15 | 4.3% | |
| 60 | 15 | 4.3% | |
| 70 | 11 | 3.2% | |
| 59 | 10 | 2.9% | |
| 73 | 8 | 2.3% | |
| 61 | 8 | 2.3% | |
| 53 | 6 | 1.7% | |
| 40 | 4 | 1.1% | |
| 50 | 4 | 1.1% | |
| 57 | 4 | 1.1% | |
| 55 | 4 | 1.1% | |
| 31 | 3 | 0.9% | |
| 41 | 2 | 0.6% | |
| 56 | 2 | 0.6% | |
| 76 | 2 | 0.6% | |
| 43 | 1 | 0.3% | |
| Other values (11) | 11 | 3.2% |
| Value | Count | Frequency (%) | |
| 18 | 1 | 0.3% | |
| 31 | 3 | 0.9% | |
| 34 | 1 | 0.3% | |
| 40 | 4 | 1.1% | |
| 41 | 2 | 0.6% | |
| 42 | 1 | 0.3% | |
| 43 | 1 | 0.3% | |
| 46 | 1 | 0.3% | |
| 48 | 1 | 0.3% | |
| 49 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 76 | 2 | 0.6% | |
| 75 | 1 | 0.3% | |
| 74 | 1 | 0.3% | |
| 73 | 8 | 2.3% | |
| 72 | 15 | 4.3% | |
| 71 | 22 | 6.3% | |
| 70 | 11 | 3.2% | |
| 69 | 24 | 6.9% | |
| 68 | 25 | 7.2% | |
| 67 | 30 | 8.6% |
F21R
Real number (ℝ≥0)
| Distinct count | 56 |
|---|---|
| Unique (%) | 16.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 63.40687679083094 |
|---|---|
| Minimum | 5.0 |
| Maximum | 82.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.9 KiB |
Quantile statistics
| Minimum | 5 |
|---|---|
| 5-th percentile | 34 |
| Q1 | 60 |
| median | 67 |
| Q3 | 73 |
| 95-th percentile | 77 |
| Maximum | 82 |
| Range | 77 |
| Interquartile range (IQR) | 13 |
Descriptive statistics
| Standard deviation | 13.729135 |
|---|---|
| Coefficient of variation (CV) | 0.216524385 |
| Kurtosis | 2.828124505 |
| Mean | 63.40687679 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | -1.70502214 |
| Sum | 22129 |
| Variance | 188.489148 |
| Value | Count | Frequency (%) | |
| 74 | 29 | 8.3% | |
| 71 | 23 | 6.6% | |
| 68 | 21 | 6.0% | |
| 73 | 19 | 5.4% | |
| 66 | 18 | 5.2% | |
| 72 | 15 | 4.3% | |
| 67 | 14 | 4.0% | |
| 69 | 14 | 4.0% | |
| 65 | 13 | 3.7% | |
| 64 | 13 | 3.7% | |
| 70 | 12 | 3.4% | |
| 77 | 12 | 3.4% | |
| 61 | 11 | 3.2% | |
| 60 | 11 | 3.2% | |
| 62 | 10 | 2.9% | |
| 79 | 8 | 2.3% | |
| 63 | 8 | 2.3% | |
| 75 | 8 | 2.3% | |
| 76 | 6 | 1.7% | |
| 78 | 6 | 1.7% | |
| 52 | 6 | 1.7% | |
| 41 | 6 | 1.7% | |
| 59 | 4 | 1.1% | |
| 35 | 4 | 1.1% | |
| 51 | 3 | 0.9% | |
| Other values (31) | 55 | 15.8% |
| Value | Count | Frequency (%) | |
| 5 | 1 | 0.3% | |
| 13 | 1 | 0.3% | |
| 14 | 1 | 0.3% | |
| 15 | 1 | 0.3% | |
| 17 | 1 | 0.3% | |
| 18 | 1 | 0.3% | |
| 19 | 1 | 0.3% | |
| 20 | 1 | 0.3% | |
| 22 | 1 | 0.3% | |
| 28 | 2 | 0.6% |
| Value | Count | Frequency (%) | |
| 82 | 1 | 0.3% | |
| 79 | 8 | 2.3% | |
| 78 | 6 | 1.7% | |
| 77 | 12 | 3.4% | |
| 76 | 6 | 1.7% | |
| 75 | 8 | 2.3% | |
| 74 | 29 | 8.3% | |
| 73 | 19 | 5.4% | |
| 72 | 15 | 4.3% | |
| 71 | 23 | 6.6% |
F3R
Real number (ℝ≥0)
| Distinct count | 44 |
|---|---|
| Unique (%) | 12.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 65.3352435530086 |
|---|---|
| Minimum | 21.0 |
| Maximum | 82.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.9 KiB |
Quantile statistics
| Minimum | 21 |
|---|---|
| 5-th percentile | 51 |
| Q1 | 62 |
| median | 66 |
| Q3 | 70 |
| 95-th percentile | 76 |
| Maximum | 82 |
| Range | 61 |
| Interquartile range (IQR) | 8 |
Descriptive statistics
| Standard deviation | 8.344895973 |
|---|---|
| Coefficient of variation (CV) | 0.1277242652 |
| Kurtosis | 4.949741395 |
| Mean | 65.33524355 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | -1.568049316 |
| Sum | 22802 |
| Variance | 69.63728881 |
| Value | Count | Frequency (%) | |
| 67 | 28 | 8.0% | |
| 69 | 27 | 7.7% | |
| 65 | 21 | 6.0% | |
| 63 | 19 | 5.4% | |
| 64 | 19 | 5.4% | |
| 62 | 18 | 5.2% | |
| 68 | 18 | 5.2% | |
| 66 | 17 | 4.9% | |
| 70 | 16 | 4.6% | |
| 72 | 15 | 4.3% | |
| 71 | 13 | 3.7% | |
| 60 | 13 | 3.7% | |
| 76 | 12 | 3.4% | |
| 59 | 11 | 3.2% | |
| 74 | 11 | 3.2% | |
| 56 | 11 | 3.2% | |
| 61 | 10 | 2.9% | |
| 73 | 10 | 2.9% | |
| 75 | 8 | 2.3% | |
| 77 | 7 | 2.0% | |
| 58 | 5 | 1.4% | |
| 78 | 4 | 1.1% | |
| 57 | 4 | 1.1% | |
| 80 | 3 | 0.9% | |
| 51 | 3 | 0.9% | |
| Other values (19) | 26 | 7.4% |
| Value | Count | Frequency (%) | |
| 21 | 1 | 0.3% | |
| 24 | 1 | 0.3% | |
| 32 | 1 | 0.3% | |
| 34 | 1 | 0.3% | |
| 36 | 1 | 0.3% | |
| 40 | 1 | 0.3% | |
| 41 | 1 | 0.3% | |
| 43 | 2 | 0.6% | |
| 44 | 1 | 0.3% | |
| 45 | 2 | 0.6% |
| Value | Count | Frequency (%) | |
| 82 | 1 | 0.3% | |
| 80 | 3 | 0.9% | |
| 79 | 1 | 0.3% | |
| 78 | 4 | 1.1% | |
| 77 | 7 | 2.0% | |
| 76 | 12 | 3.4% | |
| 75 | 8 | 2.3% | |
| 74 | 11 | 3.2% | |
| 73 | 10 | 2.9% | |
| 72 | 15 | 4.3% |
F7R
Real number (ℝ≥0)
| Distinct count | 39 |
|---|---|
| Unique (%) | 11.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 67.56160458452722 |
|---|---|
| Minimum | 32.0 |
| Maximum | 79.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.9 KiB |
Quantile statistics
| Minimum | 32 |
|---|---|
| 5-th percentile | 54 |
| Q1 | 65 |
| median | 69 |
| Q3 | 72 |
| 95-th percentile | 76 |
| Maximum | 79 |
| Range | 47 |
| Interquartile range (IQR) | 7 |
Descriptive statistics
| Standard deviation | 7.620662607 |
|---|---|
| Coefficient of variation (CV) | 0.112795761 |
| Kurtosis | 4.020810726 |
| Mean | 67.56160458 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | -1.696264963 |
| Sum | 23579 |
| Variance | 58.07449857 |
| Value | Count | Frequency (%) | |
| 70 | 35 | 10.0% | |
| 71 | 34 | 9.7% | |
| 69 | 24 | 6.9% | |
| 73 | 24 | 6.9% | |
| 68 | 23 | 6.6% | |
| 72 | 21 | 6.0% | |
| 74 | 19 | 5.4% | |
| 67 | 16 | 4.6% | |
| 66 | 15 | 4.3% | |
| 76 | 14 | 4.0% | |
| 65 | 13 | 3.7% | |
| 75 | 13 | 3.7% | |
| 64 | 11 | 3.2% | |
| 61 | 9 | 2.6% | |
| 63 | 8 | 2.3% | |
| 60 | 8 | 2.3% | |
| 79 | 7 | 2.0% | |
| 62 | 7 | 2.0% | |
| 58 | 5 | 1.4% | |
| 56 | 5 | 1.4% | |
| 59 | 5 | 1.4% | |
| 78 | 4 | 1.1% | |
| 54 | 3 | 0.9% | |
| 47 | 3 | 0.9% | |
| 55 | 3 | 0.9% | |
| Other values (14) | 20 | 5.7% |
| Value | Count | Frequency (%) | |
| 32 | 1 | 0.3% | |
| 33 | 1 | 0.3% | |
| 36 | 1 | 0.3% | |
| 40 | 1 | 0.3% | |
| 42 | 1 | 0.3% | |
| 43 | 2 | 0.6% | |
| 44 | 1 | 0.3% | |
| 46 | 1 | 0.3% | |
| 47 | 3 | 0.9% | |
| 48 | 2 | 0.6% |
| Value | Count | Frequency (%) | |
| 79 | 7 | 2.0% | |
| 78 | 4 | 1.1% | |
| 77 | 3 | 0.9% | |
| 76 | 14 | 4.0% | |
| 75 | 13 | 3.7% | |
| 74 | 19 | 5.4% | |
| 73 | 24 | 6.9% | |
| 72 | 21 | 6.0% | |
| 71 | 34 | 9.7% | |
| 70 | 35 | 10.0% |
F5R
Real number (ℝ≥0)
| Distinct count | 37 |
|---|---|
| Unique (%) | 10.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 63.438395415472776 |
|---|---|
| Minimum | 12.0 |
| Maximum | 77.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.9 KiB |
Quantile statistics
| Minimum | 12 |
|---|---|
| 5-th percentile | 46 |
| Q1 | 61 |
| median | 65 |
| Q3 | 68 |
| 95-th percentile | 73 |
| Maximum | 77 |
| Range | 65 |
| Interquartile range (IQR) | 7 |
Descriptive statistics
| Standard deviation | 8.813509338 |
|---|---|
| Coefficient of variation (CV) | 0.1389302059 |
| Kurtosis | 8.671153724 |
| Mean | 63.43839542 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | -2.384610204 |
| Sum | 22140 |
| Variance | 77.67794684 |
| Value | Count | Frequency (%) | |
| 68 | 30 | 8.6% | |
| 65 | 29 | 8.3% | |
| 64 | 28 | 8.0% | |
| 61 | 28 | 8.0% | |
| 67 | 26 | 7.4% | |
| 69 | 23 | 6.6% | |
| 70 | 18 | 5.2% | |
| 66 | 18 | 5.2% | |
| 63 | 16 | 4.6% | |
| 57 | 13 | 3.7% | |
| 60 | 11 | 3.2% | |
| 62 | 10 | 2.9% | |
| 73 | 10 | 2.9% | |
| 59 | 10 | 2.9% | |
| 72 | 10 | 2.9% | |
| 71 | 9 | 2.6% | |
| 77 | 6 | 1.7% | |
| 54 | 6 | 1.7% | |
| 53 | 5 | 1.4% | |
| 56 | 5 | 1.4% | |
| 74 | 5 | 1.4% | |
| 44 | 5 | 1.4% | |
| 58 | 5 | 1.4% | |
| 75 | 3 | 0.9% | |
| 26 | 3 | 0.9% | |
| Other values (12) | 17 | 4.9% |
| Value | Count | Frequency (%) | |
| 12 | 1 | 0.3% | |
| 16 | 1 | 0.3% | |
| 26 | 3 | 0.9% | |
| 29 | 1 | 0.3% | |
| 33 | 2 | 0.6% | |
| 36 | 1 | 0.3% | |
| 39 | 1 | 0.3% | |
| 40 | 1 | 0.3% | |
| 44 | 5 | 1.4% | |
| 45 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 77 | 6 | 1.7% | |
| 76 | 1 | 0.3% | |
| 75 | 3 | 0.9% | |
| 74 | 5 | 1.4% | |
| 73 | 10 | 2.9% | |
| 72 | 10 | 2.9% | |
| 71 | 9 | 2.6% | |
| 70 | 18 | 5.2% | |
| 69 | 23 | 6.6% | |
| 68 | 30 | 8.6% |
F2S
Real number (ℝ≥0)
| Distinct count | 40 |
|---|---|
| Unique (%) | 11.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 69.48424068767908 |
|---|---|
| Minimum | 34.0 |
| Maximum | 84.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.9 KiB |
Quantile statistics
| Minimum | 34 |
|---|---|
| 5-th percentile | 54 |
| Q1 | 66 |
| median | 71 |
| Q3 | 75 |
| 95-th percentile | 79 |
| Maximum | 84 |
| Range | 50 |
| Interquartile range (IQR) | 9 |
Descriptive statistics
| Standard deviation | 7.970340732 |
|---|---|
| Coefficient of variation (CV) | 0.1147071718 |
| Kurtosis | 2.744197088 |
| Mean | 69.48424069 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | -1.337186416 |
| Sum | 24250 |
| Variance | 63.52633139 |
| Value | Count | Frequency (%) | |
| 74 | 36 | 10.3% | |
| 72 | 31 | 8.9% | |
| 75 | 22 | 6.3% | |
| 78 | 21 | 6.0% | |
| 68 | 21 | 6.0% | |
| 67 | 20 | 5.7% | |
| 70 | 20 | 5.7% | |
| 71 | 18 | 5.2% | |
| 66 | 15 | 4.3% | |
| 69 | 13 | 3.7% | |
| 62 | 13 | 3.7% | |
| 76 | 13 | 3.7% | |
| 77 | 12 | 3.4% | |
| 65 | 11 | 3.2% | |
| 73 | 9 | 2.6% | |
| 79 | 8 | 2.3% | |
| 80 | 6 | 1.7% | |
| 61 | 6 | 1.7% | |
| 51 | 5 | 1.4% | |
| 58 | 5 | 1.4% | |
| 60 | 5 | 1.4% | |
| 84 | 4 | 1.1% | |
| 54 | 4 | 1.1% | |
| 63 | 4 | 1.1% | |
| 64 | 3 | 0.9% | |
| Other values (15) | 24 | 6.9% |
| Value | Count | Frequency (%) | |
| 34 | 1 | 0.3% | |
| 35 | 1 | 0.3% | |
| 40 | 1 | 0.3% | |
| 43 | 1 | 0.3% | |
| 44 | 2 | 0.6% | |
| 46 | 1 | 0.3% | |
| 48 | 2 | 0.6% | |
| 50 | 1 | 0.3% | |
| 51 | 5 | 1.4% | |
| 53 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 84 | 4 | 1.1% | |
| 83 | 1 | 0.3% | |
| 82 | 3 | 0.9% | |
| 80 | 6 | 1.7% | |
| 79 | 8 | 2.3% | |
| 78 | 21 | 6.0% | |
| 77 | 12 | 3.4% | |
| 76 | 13 | 3.7% | |
| 75 | 22 | 6.3% | |
| 74 | 36 | 10.3% |
F4R
Real number (ℝ≥0)
| Distinct count | 37 |
|---|---|
| Unique (%) | 10.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 70.56446991404012 |
|---|---|
| Minimum | 21.0 |
| Maximum | 85.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.9 KiB |
Quantile statistics
| Minimum | 21 |
|---|---|
| 5-th percentile | 57.4 |
| Q1 | 68 |
| median | 72 |
| Q3 | 75 |
| 95-th percentile | 78 |
| Maximum | 85 |
| Range | 64 |
| Interquartile range (IQR) | 7 |
Descriptive statistics
| Standard deviation | 7.655251264 |
|---|---|
| Coefficient of variation (CV) | 0.1084859175 |
| Kurtosis | 12.2691418 |
| Mean | 70.56446991 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | -2.752500272 |
| Sum | 24627 |
| Variance | 58.60287192 |
| Value | Count | Frequency (%) | |
| 72 | 33 | 9.5% | |
| 76 | 32 | 9.2% | |
| 74 | 31 | 8.9% | |
| 75 | 29 | 8.3% | |
| 68 | 23 | 6.6% | |
| 73 | 21 | 6.0% | |
| 67 | 20 | 5.7% | |
| 70 | 20 | 5.7% | |
| 77 | 18 | 5.2% | |
| 71 | 17 | 4.9% | |
| 69 | 14 | 4.0% | |
| 78 | 13 | 3.7% | |
| 65 | 12 | 3.4% | |
| 79 | 11 | 3.2% | |
| 66 | 8 | 2.3% | |
| 63 | 7 | 2.0% | |
| 64 | 7 | 2.0% | |
| 56 | 4 | 1.1% | |
| 54 | 3 | 0.9% | |
| 80 | 3 | 0.9% | |
| 58 | 3 | 0.9% | |
| 61 | 2 | 0.6% | |
| 85 | 2 | 0.6% | |
| 52 | 2 | 0.6% | |
| 62 | 2 | 0.6% | |
| Other values (12) | 12 | 3.4% |
| Value | Count | Frequency (%) | |
| 21 | 1 | 0.3% | |
| 26 | 1 | 0.3% | |
| 30 | 1 | 0.3% | |
| 32 | 1 | 0.3% | |
| 39 | 1 | 0.3% | |
| 41 | 1 | 0.3% | |
| 52 | 2 | 0.6% | |
| 53 | 1 | 0.3% | |
| 54 | 3 | 0.9% | |
| 55 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 85 | 2 | 0.6% | |
| 81 | 1 | 0.3% | |
| 80 | 3 | 0.9% | |
| 79 | 11 | 3.2% | |
| 78 | 13 | 3.7% | |
| 77 | 18 | 5.2% | |
| 76 | 32 | 9.2% | |
| 75 | 29 | 8.3% | |
| 74 | 31 | 8.9% | |
| 73 | 21 | 6.0% |
F14S
Real number (ℝ≥0)
| Distinct count | 51 |
|---|---|
| Unique (%) | 14.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 61.808022922636106 |
|---|---|
| Minimum | 17.0 |
| Maximum | 86.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.9 KiB |
Quantile statistics
| Minimum | 17 |
|---|---|
| 5-th percentile | 41.4 |
| Q1 | 57 |
| median | 63 |
| Q3 | 68 |
| 95-th percentile | 77 |
| Maximum | 86 |
| Range | 69 |
| Interquartile range (IQR) | 11 |
Descriptive statistics
| Standard deviation | 10.19918544 |
|---|---|
| Coefficient of variation (CV) | 0.1650139409 |
| Kurtosis | 2.399157532 |
| Mean | 61.80802292 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | -1.108303123 |
| Sum | 21571 |
| Variance | 104.0233837 |
| Value | Count | Frequency (%) | |
| 67 | 27 | 7.7% | |
| 68 | 22 | 6.3% | |
| 69 | 21 | 6.0% | |
| 61 | 18 | 5.2% | |
| 70 | 16 | 4.6% | |
| 64 | 15 | 4.3% | |
| 60 | 15 | 4.3% | |
| 66 | 15 | 4.3% | |
| 59 | 14 | 4.0% | |
| 65 | 13 | 3.7% | |
| 62 | 13 | 3.7% | |
| 58 | 12 | 3.4% | |
| 63 | 12 | 3.4% | |
| 54 | 12 | 3.4% | |
| 57 | 11 | 3.2% | |
| 71 | 10 | 2.9% | |
| 53 | 8 | 2.3% | |
| 56 | 7 | 2.0% | |
| 50 | 7 | 2.0% | |
| 51 | 6 | 1.7% | |
| 78 | 6 | 1.7% | |
| 73 | 6 | 1.7% | |
| 74 | 5 | 1.4% | |
| 41 | 4 | 1.1% | |
| 55 | 4 | 1.1% | |
| Other values (26) | 50 | 14.3% |
| Value | Count | Frequency (%) | |
| 17 | 1 | 0.3% | |
| 23 | 1 | 0.3% | |
| 25 | 1 | 0.3% | |
| 26 | 1 | 0.3% | |
| 27 | 1 | 0.3% | |
| 31 | 2 | 0.6% | |
| 36 | 3 | 0.9% | |
| 38 | 1 | 0.3% | |
| 40 | 3 | 0.9% | |
| 41 | 4 | 1.1% |
| Value | Count | Frequency (%) | |
| 86 | 1 | 0.3% | |
| 83 | 1 | 0.3% | |
| 82 | 2 | 0.6% | |
| 80 | 2 | 0.6% | |
| 79 | 4 | 1.1% | |
| 78 | 6 | 1.7% | |
| 77 | 3 | 0.9% | |
| 75 | 2 | 0.6% | |
| 74 | 5 | 1.4% | |
| 73 | 6 | 1.7% |
F16S
Real number (ℝ≥0)
| Distinct count | 36 |
|---|---|
| Unique (%) | 10.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 71.51575931232092 |
|---|---|
| Minimum | 9.0 |
| Maximum | 84.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.9 KiB |
Quantile statistics
| Minimum | 9 |
|---|---|
| 5-th percentile | 57.4 |
| Q1 | 70 |
| median | 74 |
| Q3 | 76 |
| 95-th percentile | 79 |
| Maximum | 84 |
| Range | 75 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 7.666759743 |
|---|---|
| Coefficient of variation (CV) | 0.1072037802 |
| Kurtosis | 16.65584402 |
| Mean | 71.51575931 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | -3.200206138 |
| Sum | 24959 |
| Variance | 58.77920495 |
| Value | Count | Frequency (%) | |
| 75 | 47 | 13.5% | |
| 74 | 42 | 12.0% | |
| 73 | 36 | 10.3% | |
| 77 | 29 | 8.3% | |
| 76 | 25 | 7.2% | |
| 72 | 22 | 6.3% | |
| 71 | 21 | 6.0% | |
| 79 | 16 | 4.6% | |
| 70 | 14 | 4.0% | |
| 78 | 12 | 3.4% | |
| 68 | 11 | 3.2% | |
| 65 | 9 | 2.6% | |
| 66 | 9 | 2.6% | |
| 69 | 7 | 2.0% | |
| 64 | 6 | 1.7% | |
| 63 | 6 | 1.7% | |
| 54 | 4 | 1.1% | |
| 67 | 4 | 1.1% | |
| 52 | 3 | 0.9% | |
| 80 | 3 | 0.9% | |
| 60 | 3 | 0.9% | |
| 51 | 3 | 0.9% | |
| 81 | 2 | 0.6% | |
| 58 | 2 | 0.6% | |
| 62 | 2 | 0.6% | |
| Other values (11) | 11 | 3.2% |
| Value | Count | Frequency (%) | |
| 9 | 1 | 0.3% | |
| 32 | 1 | 0.3% | |
| 37 | 1 | 0.3% | |
| 39 | 1 | 0.3% | |
| 41 | 1 | 0.3% | |
| 49 | 1 | 0.3% | |
| 51 | 3 | 0.9% | |
| 52 | 3 | 0.9% | |
| 54 | 4 | 1.1% | |
| 55 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 84 | 1 | 0.3% | |
| 81 | 2 | 0.6% | |
| 80 | 3 | 0.9% | |
| 79 | 16 | 4.6% | |
| 78 | 12 | 3.4% | |
| 77 | 29 | 8.3% | |
| 76 | 25 | 7.2% | |
| 75 | 47 | 13.5% | |
| 74 | 42 | 12.0% | |
| 73 | 36 | 10.3% |
F10S
Real number (ℝ≥0)
| Distinct count | 39 |
|---|---|
| Unique (%) | 11.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 64.83667621776505 |
|---|---|
| Minimum | 17.0 |
| Maximum | 81.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.9 KiB |
Quantile statistics
| Minimum | 17 |
|---|---|
| 5-th percentile | 50 |
| Q1 | 61 |
| median | 66 |
| Q3 | 71 |
| 95-th percentile | 76.6 |
| Maximum | 81 |
| Range | 64 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 8.625625172 |
|---|---|
| Coefficient of variation (CV) | 0.1330362023 |
| Kurtosis | 5.109841943 |
| Mean | 64.83667622 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | -1.438739741 |
| Sum | 22628 |
| Variance | 74.40140961 |
| Value | Count | Frequency (%) | |
| 65 | 24 | 6.9% | |
| 66 | 21 | 6.0% | |
| 63 | 21 | 6.0% | |
| 70 | 21 | 6.0% | |
| 61 | 20 | 5.7% | |
| 68 | 18 | 5.2% | |
| 69 | 17 | 4.9% | |
| 72 | 17 | 4.9% | |
| 73 | 16 | 4.6% | |
| 62 | 16 | 4.6% | |
| 71 | 14 | 4.0% | |
| 59 | 13 | 3.7% | |
| 67 | 12 | 3.4% | |
| 75 | 11 | 3.2% | |
| 64 | 10 | 2.9% | |
| 60 | 10 | 2.9% | |
| 74 | 9 | 2.6% | |
| 58 | 8 | 2.3% | |
| 54 | 6 | 1.7% | |
| 45 | 5 | 1.4% | |
| 57 | 5 | 1.4% | |
| 56 | 5 | 1.4% | |
| 77 | 5 | 1.4% | |
| 55 | 4 | 1.1% | |
| 78 | 4 | 1.1% | |
| Other values (14) | 37 | 10.6% |
| Value | Count | Frequency (%) | |
| 17 | 2 | 0.6% | |
| 34 | 1 | 0.3% | |
| 37 | 1 | 0.3% | |
| 44 | 3 | 0.9% | |
| 45 | 5 | 1.4% | |
| 47 | 2 | 0.6% | |
| 49 | 2 | 0.6% | |
| 50 | 3 | 0.9% | |
| 51 | 4 | 1.1% | |
| 52 | 4 | 1.1% |
| Value | Count | Frequency (%) | |
| 81 | 3 | 0.9% | |
| 80 | 2 | 0.6% | |
| 79 | 4 | 1.1% | |
| 78 | 4 | 1.1% | |
| 77 | 5 | 1.4% | |
| 76 | 3 | 0.9% | |
| 75 | 11 | 3.2% | |
| 74 | 9 | 2.6% | |
| 73 | 16 | 4.6% | |
| 72 | 17 | 4.9% |
F9S
Real number (ℝ≥0)
| Distinct count | 42 |
|---|---|
| Unique (%) | 12.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 66.70200573065902 |
|---|---|
| Minimum | 11.0 |
| Maximum | 83.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.9 KiB |
Quantile statistics
| Minimum | 11 |
|---|---|
| 5-th percentile | 51.4 |
| Q1 | 64 |
| median | 68 |
| Q3 | 73 |
| 95-th percentile | 76 |
| Maximum | 83 |
| Range | 72 |
| Interquartile range (IQR) | 9 |
Descriptive statistics
| Standard deviation | 9.392006964 |
|---|---|
| Coefficient of variation (CV) | 0.1408054655 |
| Kurtosis | 9.391117762 |
| Mean | 66.70200573 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | -2.49396603 |
| Sum | 23279 |
| Variance | 88.20979482 |
| Value | Count | Frequency (%) | |
| 68 | 37 | 10.6% | |
| 69 | 31 | 8.9% | |
| 70 | 25 | 7.2% | |
| 73 | 25 | 7.2% | |
| 67 | 21 | 6.0% | |
| 75 | 19 | 5.4% | |
| 74 | 19 | 5.4% | |
| 71 | 16 | 4.6% | |
| 62 | 14 | 4.0% | |
| 63 | 14 | 4.0% | |
| 66 | 13 | 3.7% | |
| 76 | 12 | 3.4% | |
| 77 | 11 | 3.2% | |
| 65 | 11 | 3.2% | |
| 64 | 10 | 2.9% | |
| 72 | 9 | 2.6% | |
| 55 | 7 | 2.0% | |
| 60 | 7 | 2.0% | |
| 50 | 4 | 1.1% | |
| 58 | 4 | 1.1% | |
| 59 | 4 | 1.1% | |
| 56 | 4 | 1.1% | |
| 52 | 4 | 1.1% | |
| 57 | 3 | 0.9% | |
| 54 | 3 | 0.9% | |
| Other values (17) | 22 | 6.3% |
| Value | Count | Frequency (%) | |
| 11 | 1 | 0.3% | |
| 13 | 1 | 0.3% | |
| 21 | 1 | 0.3% | |
| 31 | 2 | 0.6% | |
| 32 | 1 | 0.3% | |
| 33 | 1 | 0.3% | |
| 36 | 1 | 0.3% | |
| 37 | 2 | 0.6% | |
| 42 | 1 | 0.3% | |
| 43 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 83 | 1 | 0.3% | |
| 82 | 1 | 0.3% | |
| 79 | 1 | 0.3% | |
| 78 | 3 | 0.9% | |
| 77 | 11 | 3.2% | |
| 76 | 12 | 3.4% | |
| 75 | 19 | 5.4% | |
| 74 | 19 | 5.4% | |
| 73 | 25 | 7.2% | |
| 72 | 9 | 2.6% |
F7S
Real number (ℝ≥0)
| Distinct count | 36 |
|---|---|
| Unique (%) | 10.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 67.91117478510029 |
|---|---|
| Minimum | 28.0 |
| Maximum | 80.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.9 KiB |
Quantile statistics
| Minimum | 28 |
|---|---|
| 5-th percentile | 51.4 |
| Q1 | 65 |
| median | 70 |
| Q3 | 73 |
| 95-th percentile | 77 |
| Maximum | 80 |
| Range | 52 |
| Interquartile range (IQR) | 8 |
Descriptive statistics
| Standard deviation | 7.724093969 |
|---|---|
| Coefficient of variation (CV) | 0.1137381881 |
| Kurtosis | 4.659142605 |
| Mean | 67.91117479 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | -1.693993371 |
| Sum | 23701 |
| Variance | 59.66162764 |
| Value | Count | Frequency (%) | |
| 71 | 34 | 9.7% | |
| 74 | 30 | 8.6% | |
| 65 | 24 | 6.9% | |
| 75 | 24 | 6.9% | |
| 70 | 22 | 6.3% | |
| 72 | 19 | 5.4% | |
| 73 | 19 | 5.4% | |
| 69 | 18 | 5.2% | |
| 66 | 18 | 5.2% | |
| 64 | 15 | 4.3% | |
| 67 | 15 | 4.3% | |
| 68 | 14 | 4.0% | |
| 77 | 14 | 4.0% | |
| 59 | 12 | 3.4% | |
| 62 | 10 | 2.9% | |
| 76 | 8 | 2.3% | |
| 58 | 7 | 2.0% | |
| 50 | 6 | 1.7% | |
| 61 | 6 | 1.7% | |
| 57 | 4 | 1.1% | |
| 80 | 4 | 1.1% | |
| 48 | 4 | 1.1% | |
| 63 | 4 | 1.1% | |
| 78 | 3 | 0.9% | |
| 53 | 2 | 0.6% | |
| Other values (11) | 13 | 3.7% |
| Value | Count | Frequency (%) | |
| 28 | 1 | 0.3% | |
| 31 | 2 | 0.6% | |
| 43 | 1 | 0.3% | |
| 46 | 1 | 0.3% | |
| 47 | 1 | 0.3% | |
| 48 | 4 | 1.1% | |
| 49 | 1 | 0.3% | |
| 50 | 6 | 1.7% | |
| 51 | 1 | 0.3% | |
| 52 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 80 | 4 | 1.1% | |
| 79 | 2 | 0.6% | |
| 78 | 3 | 0.9% | |
| 77 | 14 | 4.0% | |
| 76 | 8 | 2.3% | |
| 75 | 24 | 6.9% | |
| 74 | 30 | 8.6% | |
| 73 | 19 | 5.4% | |
| 72 | 19 | 5.4% | |
| 71 | 34 | 9.7% |
F21S
Real number (ℝ≥0)
| Distinct count | 61 |
|---|---|
| Unique (%) | 17.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 61.587392550143264 |
|---|---|
| Minimum | 8.0 |
| Maximum | 83.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.9 KiB |
Quantile statistics
| Minimum | 8 |
|---|---|
| 5-th percentile | 30.4 |
| Q1 | 58 |
| median | 67 |
| Q3 | 71 |
| 95-th percentile | 76 |
| Maximum | 83 |
| Range | 75 |
| Interquartile range (IQR) | 13 |
Descriptive statistics
| Standard deviation | 14.53855205 |
|---|---|
| Coefficient of variation (CV) | 0.2360637697 |
| Kurtosis | 2.126454564 |
| Mean | 61.58739255 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | -1.532178565 |
| Sum | 21494 |
| Variance | 211.3694958 |
| Value | Count | Frequency (%) | |
| 68 | 27 | 7.7% | |
| 67 | 24 | 6.9% | |
| 70 | 22 | 6.3% | |
| 69 | 16 | 4.6% | |
| 73 | 15 | 4.3% | |
| 71 | 14 | 4.0% | |
| 65 | 14 | 4.0% | |
| 74 | 13 | 3.7% | |
| 63 | 13 | 3.7% | |
| 75 | 13 | 3.7% | |
| 64 | 13 | 3.7% | |
| 61 | 11 | 3.2% | |
| 56 | 9 | 2.6% | |
| 66 | 9 | 2.6% | |
| 72 | 9 | 2.6% | |
| 62 | 9 | 2.6% | |
| 76 | 7 | 2.0% | |
| 58 | 7 | 2.0% | |
| 60 | 7 | 2.0% | |
| 42 | 6 | 1.7% | |
| 47 | 4 | 1.1% | |
| 55 | 4 | 1.1% | |
| 78 | 4 | 1.1% | |
| 57 | 4 | 1.1% | |
| 43 | 4 | 1.1% | |
| Other values (36) | 71 | 20.3% |
| Value | Count | Frequency (%) | |
| 8 | 1 | 0.3% | |
| 9 | 2 | 0.6% | |
| 10 | 2 | 0.6% | |
| 18 | 1 | 0.3% | |
| 19 | 1 | 0.3% | |
| 20 | 2 | 0.6% | |
| 21 | 1 | 0.3% | |
| 25 | 1 | 0.3% | |
| 27 | 2 | 0.6% | |
| 28 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 83 | 2 | 0.6% | |
| 82 | 2 | 0.6% | |
| 80 | 2 | 0.6% | |
| 79 | 4 | 1.1% | |
| 78 | 4 | 1.1% | |
| 77 | 3 | 0.9% | |
| 76 | 7 | 2.0% | |
| 75 | 13 | 3.7% | |
| 74 | 13 | 3.7% | |
| 73 | 15 | 4.3% |
F8S
Real number (ℝ≥0)
| Distinct count | 47 |
|---|---|
| Unique (%) | 13.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 60.40401146131805 |
|---|---|
| Minimum | 8.0 |
| Maximum | 77.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.9 KiB |
Quantile statistics
| Minimum | 8 |
|---|---|
| 5-th percentile | 36.4 |
| Q1 | 57 |
| median | 62 |
| Q3 | 68 |
| 95-th percentile | 72 |
| Maximum | 77 |
| Range | 69 |
| Interquartile range (IQR) | 11 |
Descriptive statistics
| Standard deviation | 11.00339999 |
|---|---|
| Coefficient of variation (CV) | 0.1821633982 |
| Kurtosis | 4.441250384 |
| Mean | 60.40401146 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | -1.874549668 |
| Sum | 21081 |
| Variance | 121.0748114 |
| Value | Count | Frequency (%) | |
| 62 | 25 | 7.2% | |
| 57 | 20 | 5.7% | |
| 65 | 19 | 5.4% | |
| 68 | 19 | 5.4% | |
| 61 | 19 | 5.4% | |
| 58 | 19 | 5.4% | |
| 64 | 18 | 5.2% | |
| 67 | 17 | 4.9% | |
| 66 | 17 | 4.9% | |
| 71 | 17 | 4.9% | |
| 70 | 15 | 4.3% | |
| 69 | 14 | 4.0% | |
| 59 | 14 | 4.0% | |
| 60 | 12 | 3.4% | |
| 72 | 9 | 2.6% | |
| 63 | 9 | 2.6% | |
| 52 | 8 | 2.3% | |
| 73 | 7 | 2.0% | |
| 56 | 7 | 2.0% | |
| 54 | 7 | 2.0% | |
| 55 | 5 | 1.4% | |
| 53 | 4 | 1.1% | |
| 38 | 4 | 1.1% | |
| 74 | 4 | 1.1% | |
| 41 | 4 | 1.1% | |
| Other values (22) | 36 | 10.3% |
| Value | Count | Frequency (%) | |
| 8 | 1 | 0.3% | |
| 11 | 1 | 0.3% | |
| 19 | 3 | 0.9% | |
| 21 | 1 | 0.3% | |
| 25 | 2 | 0.6% | |
| 30 | 1 | 0.3% | |
| 32 | 2 | 0.6% | |
| 33 | 2 | 0.6% | |
| 34 | 1 | 0.3% | |
| 35 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 77 | 1 | 0.3% | |
| 76 | 1 | 0.3% | |
| 75 | 2 | 0.6% | |
| 74 | 4 | 1.1% | |
| 73 | 7 | 2.0% | |
| 72 | 9 | 2.6% | |
| 71 | 17 | 4.9% | |
| 70 | 15 | 4.3% | |
| 69 | 14 | 4.0% | |
| 68 | 19 | 5.4% |
F5S
Real number (ℝ≥0)
| Distinct count | 44 |
|---|---|
| Unique (%) | 12.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 62.53008595988538 |
|---|---|
| Minimum | 22.0 |
| Maximum | 78.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.9 KiB |
Quantile statistics
| Minimum | 22 |
|---|---|
| 5-th percentile | 48 |
| Q1 | 58 |
| median | 64 |
| Q3 | 68 |
| 95-th percentile | 74 |
| Maximum | 78 |
| Range | 56 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 9.096376394 |
|---|---|
| Coefficient of variation (CV) | 0.1454719957 |
| Kurtosis | 3.891268423 |
| Mean | 62.53008596 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | -1.588897939 |
| Sum | 21823 |
| Variance | 82.7440635 |
| Value | Count | Frequency (%) | |
| 67 | 28 | 8.0% | |
| 66 | 24 | 6.9% | |
| 68 | 23 | 6.6% | |
| 62 | 20 | 5.7% | |
| 63 | 19 | 5.4% | |
| 69 | 18 | 5.2% | |
| 64 | 18 | 5.2% | |
| 70 | 17 | 4.9% | |
| 56 | 16 | 4.6% | |
| 71 | 16 | 4.6% | |
| 65 | 14 | 4.0% | |
| 59 | 13 | 3.7% | |
| 61 | 13 | 3.7% | |
| 57 | 12 | 3.4% | |
| 75 | 9 | 2.6% | |
| 58 | 9 | 2.6% | |
| 52 | 8 | 2.3% | |
| 55 | 7 | 2.0% | |
| 54 | 6 | 1.7% | |
| 72 | 6 | 1.7% | |
| 74 | 6 | 1.7% | |
| 53 | 5 | 1.4% | |
| 48 | 5 | 1.4% | |
| 39 | 4 | 1.1% | |
| 60 | 4 | 1.1% | |
| Other values (19) | 29 | 8.3% |
| Value | Count | Frequency (%) | |
| 22 | 1 | 0.3% | |
| 24 | 1 | 0.3% | |
| 26 | 1 | 0.3% | |
| 28 | 1 | 0.3% | |
| 29 | 1 | 0.3% | |
| 30 | 2 | 0.6% | |
| 32 | 1 | 0.3% | |
| 37 | 1 | 0.3% | |
| 39 | 4 | 1.1% | |
| 41 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 78 | 2 | 0.6% | |
| 77 | 4 | 1.1% | |
| 76 | 1 | 0.3% | |
| 75 | 9 | 2.6% | |
| 74 | 6 | 1.7% | |
| 73 | 3 | 0.9% | |
| 72 | 6 | 1.7% | |
| 71 | 16 | 4.6% | |
| 70 | 17 | 4.9% | |
| 69 | 18 | 5.2% |
target
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.9 KiB |
| 1 | |
|---|---|
| 0 |
| Value | Count | Frequency (%) | |
| 1 | 254 | 72.8% | |
| 0 | 95 | 27.2% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| F19S | F13R | F13S | F19R | F18R | F21R | F3R | F7R | F5R | F2S | F4R | F14S | F16S | F10S | F9S | F7S | F21S | F8S | F5S | target | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 56.0 | 63.0 | 64.0 | 62.0 | 66.0 | 74.0 | 73.0 | 70.0 | 58.0 | 67.0 | 72.0 | 54.0 | 74.0 | 57.0 | 55.0 | 77.0 | 74.0 | 65.0 | 52.0 | 1 |
| 1 | 60.0 | 74.0 | 69.0 | 63.0 | 65.0 | 67.0 | 78.0 | 72.0 | 69.0 | 67.0 | 74.0 | 70.0 | 70.0 | 65.0 | 75.0 | 74.0 | 71.0 | 71.0 | 63.0 | 1 |
| 2 | 65.0 | 53.0 | 37.0 | 66.0 | 73.0 | 61.0 | 67.0 | 68.0 | 70.0 | 64.0 | 79.0 | 68.0 | 68.0 | 74.0 | 71.0 | 65.0 | 41.0 | 61.0 | 69.0 | 1 |
| 3 | 65.0 | 64.0 | 60.0 | 66.0 | 61.0 | 68.0 | 61.0 | 71.0 | 59.0 | 78.0 | 67.0 | 54.0 | 76.0 | 59.0 | 55.0 | 75.0 | 68.0 | 58.0 | 59.0 | 1 |
| 4 | 66.0 | 41.0 | 37.0 | 70.0 | 67.0 | 60.0 | 61.0 | 71.0 | 72.0 | 66.0 | 69.0 | 40.0 | 73.0 | 69.0 | 75.0 | 71.0 | 55.0 | 59.0 | 68.0 | 1 |
| 5 | 67.0 | 65.0 | 63.0 | 69.0 | 63.0 | 72.0 | 69.0 | 73.0 | 57.0 | 75.0 | 73.0 | 55.0 | 74.0 | 62.0 | 55.0 | 69.0 | 70.0 | 58.0 | 61.0 | 1 |
| 6 | 72.0 | 65.0 | 57.0 | 72.0 | 69.0 | 70.0 | 67.0 | 71.0 | 69.0 | 75.0 | 72.0 | 65.0 | 73.0 | 61.0 | 77.0 | 80.0 | 73.0 | 64.0 | 70.0 | 1 |
| 7 | 60.0 | 66.0 | 65.0 | 66.0 | 66.0 | 60.0 | 64.0 | 74.0 | 74.0 | 62.0 | 68.0 | 59.0 | 65.0 | 66.0 | 70.0 | 71.0 | 67.0 | 74.0 | 68.0 | 1 |
| 8 | 63.0 | 53.0 | 47.0 | 74.0 | 67.0 | 68.0 | 65.0 | 68.0 | 64.0 | 68.0 | 71.0 | 36.0 | 73.0 | 66.0 | 62.0 | 69.0 | 70.0 | 57.0 | 56.0 | 1 |
| 9 | 69.0 | 52.0 | 36.0 | 73.0 | 64.0 | 60.0 | 66.0 | 62.0 | 65.0 | 79.0 | 76.0 | 49.0 | 73.0 | 63.0 | 50.0 | 57.0 | 56.0 | 36.0 | 64.0 | 1 |
Last rows
| F19S | F13R | F13S | F19R | F18R | F21R | F3R | F7R | F5R | F2S | F4R | F14S | F16S | F10S | F9S | F7S | F21S | F8S | F5S | target | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 339 | 48.0 | 63.0 | 63.0 | 57.0 | 62.0 | 79.0 | 76.0 | 62.0 | 67.0 | 67.0 | 76.0 | 64.0 | 68.0 | 65.0 | 68.0 | 65.0 | 74.0 | 67.0 | 64.0 | 0 |
| 340 | 67.0 | 66.0 | 67.0 | 64.0 | 67.0 | 66.0 | 65.0 | 72.0 | 64.0 | 78.0 | 72.0 | 61.0 | 78.0 | 75.0 | 62.0 | 68.0 | 66.0 | 62.0 | 69.0 | 0 |
| 341 | 65.0 | 75.0 | 68.0 | 63.0 | 63.0 | 74.0 | 65.0 | 73.0 | 57.0 | 70.0 | 70.0 | 58.0 | 76.0 | 62.0 | 63.0 | 74.0 | 67.0 | 59.0 | 57.0 | 0 |
| 342 | 64.0 | 71.0 | 70.0 | 64.0 | 66.0 | 66.0 | 68.0 | 70.0 | 66.0 | 74.0 | 72.0 | 82.0 | 74.0 | 73.0 | 72.0 | 69.0 | 63.0 | 66.0 | 69.0 | 0 |
| 343 | 77.0 | 67.0 | 64.0 | 74.0 | 66.0 | 79.0 | 73.0 | 73.0 | 66.0 | 80.0 | 76.0 | 66.0 | 75.0 | 72.0 | 69.0 | 75.0 | 75.0 | 65.0 | 56.0 | 0 |
| 344 | 70.0 | 61.0 | 61.0 | 68.0 | 66.0 | 64.0 | 67.0 | 71.0 | 63.0 | 72.0 | 71.0 | 58.0 | 75.0 | 71.0 | 64.0 | 74.0 | 67.0 | 61.0 | 67.0 | 0 |
| 345 | 53.0 | 76.0 | 79.0 | 56.0 | 62.0 | 64.0 | 66.0 | 67.0 | 56.0 | 71.0 | 68.0 | 70.0 | 69.0 | 54.0 | 64.0 | 71.0 | 63.0 | 71.0 | 62.0 | 0 |
| 346 | 60.0 | 66.0 | 71.0 | 65.0 | 61.0 | 74.0 | 77.0 | 65.0 | 65.0 | 75.0 | 74.0 | 61.0 | 76.0 | 60.0 | 69.0 | 67.0 | 80.0 | 70.0 | 62.0 | 0 |
| 347 | 73.0 | 49.0 | 48.0 | 71.0 | 64.0 | 68.0 | 47.0 | 69.0 | 67.0 | 72.0 | 76.0 | 69.0 | 79.0 | 74.0 | 68.0 | 67.0 | 56.0 | 64.0 | 66.0 | 0 |
| 348 | 64.0 | 67.0 | 63.0 | 65.0 | 69.0 | 71.0 | 69.0 | 68.0 | 63.0 | 66.0 | 75.0 | 57.0 | 75.0 | 68.0 | 69.0 | 70.0 | 68.0 | 68.0 | 62.0 | 0 |
Most frequent
| F19S | F13R | F13S | F19R | F18R | F21R | F3R | F7R | F5R | F2S | F4R | F14S | F16S | F10S | F9S | F7S | F21S | F8S | F5S | target | count | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | 56.0 | 63.0 | 64.0 | 62.0 | 66.0 | 74.0 | 73.0 | 70.0 | 58.0 | 67.0 | 72.0 | 54.0 | 74.0 | 57.0 | 55.0 | 77.0 | 74.0 | 65.0 | 52.0 | 1 | 3 |
| 0 | 23.0 | 23.0 | 46.0 | 40.0 | 31.0 | 57.0 | 75.0 | 54.0 | 26.0 | 58.0 | 70.0 | 31.0 | 72.0 | 17.0 | 37.0 | 59.0 | 67.0 | 40.0 | 30.0 | 1 | 2 |
| 1 | 23.0 | 54.0 | 60.0 | 33.0 | 72.0 | 36.0 | 53.0 | 43.0 | 46.0 | 51.0 | 68.0 | 66.0 | 52.0 | 45.0 | 77.0 | 48.0 | 46.0 | 60.0 | 55.0 | 1 | 2 |
| 2 | 48.0 | 63.0 | 63.0 | 57.0 | 62.0 | 79.0 | 76.0 | 62.0 | 67.0 | 67.0 | 76.0 | 64.0 | 68.0 | 65.0 | 68.0 | 65.0 | 74.0 | 67.0 | 64.0 | 0 | 2 |
| 3 | 49.0 | 66.0 | 76.0 | 47.0 | 62.0 | 74.0 | 68.0 | 79.0 | 77.0 | 73.0 | 75.0 | 67.0 | 75.0 | 79.0 | 68.0 | 75.0 | 70.0 | 71.0 | 70.0 | 1 | 2 |
| 4 | 51.0 | 63.0 | 60.0 | 50.0 | 55.0 | 69.0 | 76.0 | 78.0 | 67.0 | 80.0 | 78.0 | 60.0 | 73.0 | 60.0 | 67.0 | 77.0 | 65.0 | 64.0 | 64.0 | 0 | 2 |
| 5 | 53.0 | 76.0 | 79.0 | 56.0 | 62.0 | 64.0 | 66.0 | 67.0 | 56.0 | 71.0 | 68.0 | 70.0 | 69.0 | 54.0 | 64.0 | 71.0 | 63.0 | 71.0 | 62.0 | 0 | 2 |
| 6 | 56.0 | 58.0 | 30.0 | 65.0 | 60.0 | 73.0 | 76.0 | 67.0 | 68.0 | 66.0 | 74.0 | 41.0 | 73.0 | 51.0 | 59.0 | 58.0 | 36.0 | 32.0 | 52.0 | 1 | 2 |
| 8 | 56.0 | 69.0 | 71.0 | 61.0 | 67.0 | 71.0 | 70.0 | 70.0 | 59.0 | 75.0 | 74.0 | 63.0 | 58.0 | 63.0 | 69.0 | 66.0 | 73.0 | 72.0 | 60.0 | 1 | 2 |
| 9 | 57.0 | 56.0 | 56.0 | 53.0 | 53.0 | 77.0 | 59.0 | 71.0 | 33.0 | 71.0 | 54.0 | 61.0 | 76.0 | 44.0 | 60.0 | 75.0 | 82.0 | 57.0 | 39.0 | 1 | 2 |